Discovering COVID-19 Coughing and Breathing Patterns from Unlabeled Data Using Contrastive Learning with Varying Pre-Training Domains.
Jinjin CaiSudip VhaduriXiao LuoPublished in: INTERSPEECH (2023)
Keyphrases
- unlabeled data
- supervised learning
- labeled data
- active learning
- labeled and unlabeled data
- learning algorithm
- semi supervised learning
- semi supervised
- positive examples
- training set
- unsupervised learning
- co training
- learning process
- training examples
- learning tasks
- domain adaptation
- prior knowledge
- labeled instances
- number of labeled examples
- supervised learning algorithms
- training data
- labeling effort
- training process
- transfer learning
- labeled examples
- text classification
- learning frameworks
- supervised and semi supervised
- inductive inference
- information retrieval
- multi label
- sample selection bias
- object recognition
- reinforcement learning
- active learner
- partially labeled data